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Snowflake DAA-C01 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Perform Simple Data Transformations for Analysis | 15–20% | - Views, materialized views, CTEs - Data cleansing, standardization, type conversion - Handling NULLs and structuring datasets |
| Perform Predictive Analysis | 5–10% | - Using Snowflake ML and built-in analytics - Forecasting and predictive modeling |
| Prepare and Present Data | 10–15% | - Align outputs with business requirements - Snowsight dashboards and sharing results - Data visualization and reporting |
| Use Built-in Functions and Create UDFs | 10–15% | - User-Defined Functions (UDFs) - Scalar, aggregate, table, system functions |
| Build and Troubleshoot Advanced SQL Queries | 20–25% | - Complex joins, subqueries, window functions - Query optimization and troubleshooting - Semi-structured data processing |
| Perform Descriptive and Diagnostic Analysis | 10–15% | - Exploratory and ad-hoc analysis - Anomaly detection and root cause analysis - Statistical summarization and trend analysis |
| Prepare and Load Data | 15–20% | - File formats: CSV, JSON, Parquet, Avro - Data ingestion methods: COPY INTO, stages, Snowpipe - External tables and data validation |
Snowflake SnowPro Advanced: Data Analyst Certification Sample Questions:
1. What functions should a Data Analyst use to run descriptive analytics on a data set? (Select TWO).
A) REGR_SLOPE
B) REGR_INTERCEPT
C) ROW_NUMBER
D) AVG
E) APPROX_COUNT_DISTINCT
2. A Data Analyst is given access to a table of inventory transfers which includes the product details, fulfillment warehouse location, and destination warehouse location. Which type of visualization should be used to illustrate the most active product transfer routes?
A) Line chart
B) Heat grid
C) Scorecard
D) Scatterplot
3. A Data Analyst creates a dashboard showing the total credit consumption for each virtual warehouse as follows:
Why is the query failing?
A) The query must be executed by a user with the ACCOUNTADMIN role.
B) The current database context must be changed to SNOWFLAKE.
C) DB1 must be authorized to have SELECT access to ACCOUNT_USAGE.
D) INFORMATION_SCHEMA should be used instead of ACCOUNT_USAGE.
4. A Data Analyst needs to add address details based on a customer's latitude and longitude to a customer sales database. The Analyst found a free Worldwide Address Data listing on the Snowflake Marketplace. The ACCOUNTADMIN placed the data set into a new database called ADDRESS_DATA. The Data Analyst needs to join the ADDRESS_DATA.OPENADDRESS table with the ORDERS table which is stored in the GLOBAL_DWH database. The combined data set needs to be created as a view. How can this be achieved?
A) Create a view in the GLOBAL_DWH database.
B) Create a view in the ADDRESS_DATA database.
C) Create a new schema called ENRICHED in the ADDRESS_DATA database and create this view in the ENRICHED schema.
D) Ask the ACCOUNTADMIN to grant the Data Analyst the IMPORTED_PRIVILEGES on the ADDRESS_DATA database and then create a view in the ADDRESS_DATA database.
5. Table TB_A with column COL_B contains an ARRAY. Which statement will select the last element of the ARRAY?
A) SELECT GET(COL_B, ARRAY_SIZE(COL_B)-1) FROM TB_A;
B) SELECT LAST_VALUE(COL_B) FROM TB_A;
C) SELECT COL_B[ARRAY_SIZE(COL_B)] FROM TB_A;
D) SELECT COL_B[-1] FROM TB_A;
Solutions:
| Question # 1 Answer: D,E | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: A |





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